{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4866ee91-288d-4486-b41a-6b46f38d971d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e9501569318e4b0f8a53b5080c880994",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='img_list', options=(('MRI', ('img/MRI_clean.tif', 'img/MRI_noisy.t…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<function __main__.optimize_denoise(img_list)>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import ipywidgets\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from skimage import img_as_float\n",
    "from skimage.metrics import peak_signal_noise_ratio as psnr\n",
    "from skimage.restoration import (denoise_tv_chambolle, denoise_bilateral, denoise_wavelet, denoise_nl_means)\n",
    "from scipy import stats\n",
    "from skimage import io\n",
    "\n",
    "psnr_list = []\n",
    "\n",
    "def fft2_denoise(im):\n",
    "    # TODO 完成fft2去噪算法，实现输入为原图，输出为去噪后的图像\n",
    "    h,w=im.shape\n",
    "    fCoef=np.fft.fft2(im)\n",
    "    keep = 0.07  # 每一个角落保留1/10的内容\n",
    "    mask = np.ones((h, w))\n",
    "    h_min = int(h * keep)\n",
    "    h_max = int(h * (1 - keep))  # 需要掩盖住部分的纵坐标两端\n",
    "    w_min = int(w * keep)\n",
    "    w_max = int(w * (1 - keep))  # 需要掩盖住部分的横坐标两端\n",
    "    mask[h_min:h_max, :] = 0\n",
    "    mask[:, w_min:w_max] = 0\n",
    "    fCoef_mask=fCoef*mask\n",
    "    im_denoised=np.fft.ifft2(fCoef_mask).real\n",
    "    return im_denoised\n",
    "\n",
    "def optimize_denoise(img_list):\n",
    "    # 以下虽然用了as_gray=True, 但是对于某些tif仍然无法转化为float\n",
    "    # 所以仍然要使用img_as_floatpywidgets\n",
    "    clean_img=img_as_float(io.imread(img_list[0],as_gray=True)) # 干净原图\n",
    "    noisy_img=img_as_float(io.imread(img_list[1],as_gray=True)) # 有噪音图像\n",
    "    # TODO 完成此部分代码实现题目要求功能\n",
    "    \n",
    "    # 1. 双边滤波去噪\n",
    "    bilateral_img = denoise_bilateral(noisy_img, multichannel=False) \n",
    "    # 2. 全变分去噪\n",
    "    tv_img = denoise_tv_chambolle(noisy_img, multichannel=False)\n",
    "    # 3. 小波去噪\n",
    "    wavelet_img = denoise_wavelet(noisy_img,sigma=0.2)\n",
    "    # 4. Skimage的非局部均值去噪\n",
    "    NLM_skimg_denoise_img = denoise_nl_means(noisy_img,sigma=0.1, patch_size=8, patch_distance=4)\n",
    "    \n",
    "    # 计算所有的去噪算法的PSNR\n",
    "    bilateral_psnr = psnr(clean_img, bilateral_img)\n",
    "    psnr_list.append( bilateral_psnr)\n",
    "    tv_psnr = psnr(clean_img, tv_img)\n",
    "    psnr_list.append( tv_psnr)\n",
    "    wavelet_psnr = psnr(clean_img, wavelet_img)\n",
    "    psnr_list.append( wavelet_psnr)\n",
    "    NLM_psnr = psnr(clean_img, NLM_skimg_denoise_img)\n",
    "    psnr_list.append( NLM_psnr)\n",
    "    fft2_psnr=psnr(clean_img,fft2_denoise(noisy_img))\n",
    "    psnr_list.append( fft2_psnr)\n",
    "    \n",
    "    print(\"bilateral PSNR:\",bilateral_psnr)\n",
    "    print(\"tv PSNR:\",tv_psnr)\n",
    "    print(\"wavelet PSNR:\",wavelet_psnr)\n",
    "    print(\"NLM PSNR:\",NLM_psnr)\n",
    "    print(\"fft2 PSNR:\",fft2_psnr)\n",
    "    \n",
    "    #psnr_list=np.array([bilateral_psnr,tv_psnr,wavelet_psnr,NLM_psnr,fft2_psnr])\n",
    "    i=np.argmax(psnr_list)\n",
    "    img_list=np.array([bilateral_img,tv_img,wavelet_img,NLM_skimg_denoise_img,fft2_denoise(noisy_img)])\n",
    "    algorithm_list=np.array(['bilateral','tv','wavelet','NLM','fft2'])\n",
    "    \n",
    "    fg,ax=plt.subplots(1,3,figsize=(10,4))\n",
    "    ax[0].imshow(clean_img,cmap=\"gray\")\n",
    "    ax[0].set_title(\"clean_img\")\n",
    "    ax[1].imshow(noisy_img,cmap=\"gray\")\n",
    "    ax[1].set_title(\"noisy_img\")\n",
    "    ax[2].imshow(img_list[i],cmap=\"gray\")\n",
    "    ax[2].set_title(\"{0}:{1}\".format(algorithm_list[i],psnr_list[i]))\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "x = ipywidgets.Dropdown(\n",
    "    options=[('MRI', (\"img/MRI_clean.tif\",\"img/MRI_noisy.tif\")),\n",
    "             ('cat', (\"img/cat.png\",\"img/cat_noisy.jpg\")),\n",
    "             ('balloon', (\"img/balloon.jpg\",\"img/balloon_noisy.jpg\")),\n",
    "             ('einstein', (\"img/einstein.jpg\",\"img/einstein_noisy.jpg\")),\n",
    "             ]\n",
    "    )\n",
    "ipywidgets.interact(optimize_denoise, img_list=x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e1b65ecc-6f42-450c-9ca5-486ee0a7bc9a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x360 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 导入所需的库\n",
    "# skimage.restoration 提供了图像去噪的方法，这里我们使用 denoise_wavelet 方法进行小波去噪\n",
    "# skimage.io 提供了图像的输入输出功能，这里我们使用 io.imread 读取图像\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from skimage.restoration import denoise_wavelet\n",
    "from skimage.io import imread\n",
    "from skimage.metrics import peak_signal_noise_ratio as psnr\n",
    "\n",
    "# 读取含有噪音的图像\n",
    "# 使用 io.imread 读取图像文件 \"cat_noisy.jpg\"和原始图像\"cat.png\"，as_gray 参数设置为 True 表示以灰度图形式读取\n",
    "zaoyin_img = imread(\"img/cat_noisy.jpg\", as_gray=True)\n",
    "clean_img = imread(\"img/cat.png\",as_gray=True)\n",
    "\n",
    "sigma_range = np.arange(0.01,1,0.01)\n",
    "zuihao_sigma=0\n",
    "best_psnr=0\n",
    "psnr_value=[]\n",
    "for sigma in sigma_range:\n",
    "    wavelet_img = denoise_wavelet(noisy_img,sigma)\n",
    "    #计算小波去噪的信噪比\n",
    "    wavelet_psnr = psnr(clean_img, wavelet_img)\n",
    "    psnr_value.append(wavelet_psnr)\n",
    "    \n",
    "    if wavelet_psnr > best_psnr:\n",
    "        best_psnr = wavelet_psnr\n",
    "        zuihao_sigma = sigma\n",
    "wavelet_img = denoise_wavelet(zaoyin_img,zuihao_sigma)\n",
    "# 使用 matplotlib 绘图\n",
    "fg, ax = plt.subplots(1, 4, figsize=(20, 5))\n",
    "ax[0].imshow(clean_img, cmap='gray')\n",
    "ax[0].set_title('Noisy-Free Image') \n",
    "ax[1].imshow(zaoyin_img,cmap='gray')\n",
    "ax[1].set_title('Noisy Image')\n",
    "ax[2].imshow(wavelet_img, cmap='gray')\n",
    "ax[2].set_title(f\"Wavelet Denoised (Best Sigma: {zuihao_sigma:.2f},PSNR: {best_psnr:.2f})\")\n",
    "ax[3].plot(sigma_range,psnr_value)\n",
    "ax[3].set_xlabel('Sigma')\n",
    "ax[3].set_ylabel('PSNR')\n",
    "ax[3].set_title('PSNR vs Sigma')\n",
    "# 显示图像中的最大值点的坐标即最佳sidma值\n",
    "# ax[3].text(best_sigma,best_psnr,f\"({best_sigma:.2f}, {best_psnr:.2f})\",color='red')\n",
    "ax[3].annotate(f\"({best_sigma:.2f}, {best_psnr:.2f})\", \n",
    "               xy=(best_sigma, best_psnr), \n",
    "               xytext=(best_sigma + 0.1, best_psnr), \n",
    "               color = 'red',\n",
    "               arrowprops=dict(arrowstyle=\"->\", color = 'red'))\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2beed39c-997f-4dba-ba55-20907d7b894b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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